Mahnoor Bhatti's repositories
Web-and-Social-Media-Analytics
Reddit-based social media analysis of the r/AskWomen community (5M+ members). Extracted 4,000+ comments using the Reddit API, applied extensive preprocessing (SpaCy, contractions, language filtering), and performed sentiment analysis (VADER), topic modeling (LDA), and text mining to uncover key themes and emotional dynamics within the community.
DataWarehousing_MaterilaizedViews
Project Summary: COVID-19 Data Analysis Using Materialized Views and Fact Constellation Schema In this project, we designed and implemented a data warehouse model to analyze the COVID-19 pandemic using a fact constellation schema. The schema was constructed to capture health metrics such as vaccinations, quarantine cases, and drug treatment count
Customer-Segmention-and-Data-Mart-Design---Data-Warehousing-Project
This project explores customer behavior using over 1 million real banking transactions from a South Asian bank. We performed RFM (Recency, Frequency, Monetary) analysis and K-Means clustering to indentify key customer segments.